Search Results for author: Serdar Kadıoğlu

Found 3 papers, 1 papers with code

Holy Grail 2.0: From Natural Language to Constraint Models

no code implementations3 Aug 2023 Dimos Tsouros, Hélène Verhaeghe, Serdar Kadıoğlu, Tias Guns

Twenty-seven years ago, E. Freuder highlighted that "Constraint programming represents one of the closest approaches computer science has yet made to the Holy Grail of programming: the user states the problem, the computer solves it".

Explainable AI using expressive Boolean formulas

no code implementations6 Jun 2023 Gili Rosenberg, J. Kyle Brubaker, Martin J. A. Schuetz, Grant Salton, Zhihuai Zhu, Elton Yechao Zhu, Serdar Kadıoğlu, Sima E. Borujeni, Helmut G. Katzgraber

We combine the expressivity and efficiency of the native local optimizer with the fast operation of these devices by executing non-local moves that optimize over subtrees of the full Boolean formula.

Benchmarking Explainable Artificial Intelligence (XAI) +1

Active Learning Meets Optimized Item Selection

2 code implementations22 Nov 2021 Bernard Kleynhans, Xin Wang, Serdar Kadıoğlu

Designing recommendation systems with limited or no available training data remains a challenge.

Active Learning Clustering +2

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